Bankruptcy prediction for credit risk using neural networks: A survey and new results AF Atiya IEEE Transactions on neural networks 12 (4), 929-935, 2001 | 1082 | 2001 |
An empirical comparison of machine learning models for time series forecasting NK Ahmed, AF Atiya, NE Gayar, H El-Shishiny Econometric reviews 29 (5-6), 594-621, 2010 | 912 | 2010 |
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition SB Taieb, G Bontempi, AF Atiya, A Sorjamaa Expert systems with applications 39 (8), 7067-7083, 2012 | 655 | 2012 |
Lower upper bound estimation method for construction of neural network-based prediction intervals A Khosravi, S Nahavandi, D Creighton, AF Atiya IEEE transactions on neural networks 22 (3), 337-346, 2010 | 626 | 2010 |
Comprehensive review of neural network-based prediction intervals and new advances A Khosravi, S Nahavandi, D Creighton, AF Atiya IEEE Transactions on neural networks 22 (9), 1341-1356, 2011 | 602 | 2011 |
New results on recurrent network training: unifying the algorithms and accelerating convergence AF Atiya, AG Parlos IEEE transactions on neural networks 11 (3), 697-709, 2000 | 542 | 2000 |
Introduction to financial forecasting YS Abu-Mostafa, AF Atiya Applied intelligence 6, 205-213, 1996 | 532 | 1996 |
How delays affect neural dynamics and learning P Baldi, AF Atiya IEEE Transactions on Neural Networks 5 (4), 612-621, 1994 | 504 | 1994 |
A comparison between neural-network forecasting techniques-case study: river flow forecasting AF Atiya, SM El-Shoura, SI Shaheen, MS El-Sherif IEEE Transactions on neural networks 10 (2), 402-409, 1999 | 448 | 1999 |
Astd: Arabic sentiment tweets dataset M Nabil, M Aly, A Atiya Proceedings of the 2015 conference on empirical methods in natural language …, 2015 | 338 | 2015 |
Application of the recurrent multilayer perceptron in modeling complex process dynamics AG Parlos, KT Chong, AF Atiya IEEE Transactions on Neural Networks 5 (2), 255-266, 1994 | 288 | 1994 |
Labr: A large scale arabic book reviews dataset M Aly, A Atiya Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 270 | 2013 |
A comprehensive analysis of synthetic minority oversampling technique (SMOTE) for handling class imbalance D Elreedy, AF Atiya Information Sciences 505, 32-64, 2019 | 252 | 2019 |
Combination of long term and short term forecasts, with application to tourism demand forecasting RR Andrawis, AF Atiya, H El-Shishiny International Journal of Forecasting 27 (3), 870-886, 2011 | 233 | 2011 |
Multi-step-ahead prediction using dynamic recurrent neural networks AG Parlos, OT Rais, AF Atiya Neural networks 13 (7), 765-786, 2000 | 232 | 2000 |
Maximum drawdown M Magdon-Ismail, AF Atiya Risk Magazine 17 (10), 99-102, 2004 | 223 | 2004 |
Epileptic seizures detection using deep learning techniques: A review A Shoeibi, M Khodatars, N Ghassemi, M Jafari, P Moridian, ... International Journal of Environmental Research and Public Health 18 (11), 5780, 2021 | 217 | 2021 |
On the maximum drawdown of a Brownian motion M Magdon-Ismail, AF Atiya, A Pratap, YS Abu-Mostafa Journal of applied probability 41 (1), 147-161, 2004 | 215 | 2004 |
Forecast combinations of computational intelligence and linear models for the NN5 time series forecasting competition RR Andrawis, AF Atiya, H El-Shishiny International journal of forecasting 27 (3), 672-688, 2011 | 211 | 2011 |
An accelerated learning algorithm for multilayer perceptron networks AG Parlos, B Fernandez, AF Atiya, J Muthusami, WK Tsai IEEE Transactions on Neural Networks 5 (3), 493-497, 1994 | 192 | 1994 |